v1.0.6 · 7 templates · zero deps

Drop a CLAUDE.md
into any project

One command installs a domain-specific AI engineering prompt into your project. No config. No signup. Just run and code.

terminal — live demo
❯
default
--template ml
--template ai
--template backend
--template devsecops
--template mlsecops
--template fullstack

Templates

Pick your domain

Each template is a complete, production-grade CLAUDE.md tailored to your engineering discipline.

🏗️
default
Principal SWE
General-purpose engineering. Clean code, atomic commits, full observability stack with bun + uv.
bun uv A.A.A. gitmoji
❯ npx init-claude-swe
🧠
ml
Machine Learning
Reproducible ML pipelines. PyTorch, MLflow, DVC artifact tracking, adversarial eval gates.
PyTorch MLflow DVC pytest
❯ npx init-claude-swe --template ml
🤖
ai
AI / LLM Engineering
Prompt engineering, evals, RAG, and agent orchestration with the Anthropic SDK and Claude models.
Claude API evals RAG tool-use
❯ npx init-claude-swe --template ai
⚙️
backend
Backend Engineering
Production APIs with real DB integration tests, JWT auth, OpenAPI docs, and full observability.
REST migrations auth Loki
❯ npx init-claude-swe --template backend
🛡️
devsecops
DevSecOps
Secure CI/CD, IaC with Terraform, SAST/DAST scanning, secrets rotation, and compliance-as-code.
Terraform SAST Vault K8s
❯ npx init-claude-swe --template devsecops
🔒
mlsecops
MLSecOps
Adversarial robustness, model governance, data privacy, supply chain verification, and audit trails.
adversarial DP-SGD governance DVC
❯ npx init-claude-swe --template mlsecops
🌐
fullstack
Fullstack
End-to-end apps from DB schema to UI. React, bun, migrations, E2E tests, and zero-downtime deploys.
React Playwright Sentry Docker
❯ npx init-claude-swe --template fullstack

How it works

Three steps to a smarter codebase

01
Run one command
No install required. npx fetches and runs the latest version directly from npm.
❯ npx init-claude-swe --template backend
02
CLAUDE.md lands in your project
The template is fetched from GitHub and written to your current directory. If a file already exists, you'll be asked before overwriting.
✓ CLAUDE.md added to your project. (backend template)
03
Your AI agent follows the rules
Claude Code, Cursor, Windsurf, and any Claude-powered tool reads CLAUDE.md automatically. Your agent now knows your stack, testing standards, and commit format.
# Claude Code picks this up on session start
Role: Principal Backend Engineer
Stack: bun · uv · Loki · Grafana · Prometheus